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Mostrando ítems 31-40 de 91
Ponencia
An AER-Based Actuator Interface for Controlling an Anthropomorphic Robotic Hand
(Springer, 2007)
Bio-Inspired and Neuro-Inspired systems or circuits are a relatively novel approaches to solve real problems by mimicking the biology in its efficient solutions. Robotic also tries to mimic the biology and more particularly ...
Tesis Doctoral
Artículo
Tesis Doctoral
Evaluación y análisis de una aproximación a la fusión sensorial neuronal mediante el uso de sensores pulsantes de visión / audio y redes neuronales de convolución
(2017-07-19)
En este trabajo se pretende avanzar en el conocimiento y posibles implementaciones hardware de los mecanismos de Deep Learning, así como el uso de la fusión sensorial de forma eficiente utilizando dichos mecanismos. Para ...
Ponencia
AER Spiking Neuron Computation on GPUs: The Frame-to-AER Generation
(Springer, 2011)
Neuro-inspired processing tries to imitate the nervous system and may resolve complex problems, such as visual recognition. The spike-based philosophy based on the Address-Event-Representation (AER) is a neuromorphic ...
Ponencia
Musical notes classification with Neuromorphic Auditory System using FPGA and a Convolutional Spiking Network
(IEEE Computer Society, 2015)
In this paper, we explore the capabilities of a sound classification system that combines both a novel FPGA cochlear model implementation and a bio-inspired technique based on a trained convolutional spiking network. ...
Ponencia
On the Designing of Spikes Band-Pass Filters for FPGA
(Springer, 2011)
In this paper we present two implementations of spike-based bandpass filters, which are able to reject out-of-band frequency components in the spike domain. First one is based on the use of previously designed ...
Ponencia
Performance study of synthetic AER generation on CPUs for Real-Time Video based on Spikes
(ACM Digital Library, 2009-07)
Address-Event-Representation (AER) is a neuromorphic interchip communication protocol that allows for real-time virtual massive connectivity between huge number neurons located on different chips. When building multi-chip ...
Artículo
Ponencia
On Synthetic AER Generation
(IEEE, 2004-05)
In this paper several software methods for generating synthetic AER streams from images stored in a computer's memory are proposed and evaluated. Evaluation criteria cover execution time, distribution error and how they ...